Emanuele Del Sozzo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 46

Top Topics

Image Registration

Highly Optimized

Diabetic Retinopathy

Hardware Design

Top Venues

IPDPS Workshops

ACM Trans. Reconfigurable Technol. Syst.

Publications

Emanuele Del Sozzo, Xinyuan Wang, Boma A. Adhi, Carlos Cortes, Jason Anderson, Kentaro Sano
Exploration of Trade-offs Between General-Purpose and Specialized Processing Elements in HPC-Oriented CGRA. IPDPS (2024)
Emanuele Del Sozzo, Davide Conficconi, Kentaro Sano
Across Time and Space: Senju's Approach for Scaling Iterative Stencil Loop Accelerators on Single and Multiple FPGAs. ACM Trans. Reconfigurable Technol. Syst. 17 (2) (2024)
Tomohiro Ueno, Emanuele Del Sozzo, Kentaro Sano
Flexible Systolic Array Platform on Virtual 2-D Multi-FPGA Plane. HPC Asia (2024)
Alberto Zeni, Emanuele Del Sozzo, Eleonora D'Arnese, Davide Conficconi, Marco D. Santambrogio
Starlight: A kernel optimizer for GPU processing. J. Parallel Distributed Comput. 187 (2024)
Boma A. Adhi, Carlos Cortes, Emanuele Del Sozzo, Tomohiro Ueno, Yiyu Tan, Takuya Kojima, Artur Podobas, Kentaro Sano
Less for More: Reducing Intra-CGRA Connectivity for Higher Performance and Efficiency in HPC. IPDPS Workshops (2023)
Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio, Kentaro Sano
Senju: A Framework for the Design of Highly Parallel FPGA-based Iterative Stencil Loop Accelerators. FPGA (2023)
Maximilian Jakob Heer, Emanuele Del Sozzo, Keisuke Fujii, Kentaro Sano
Novel Union-Find-based Decoders for Scalable Quantum Error Correction on Systolic Arrays. IPDPS Workshops (2023)
Davide Conficconi, Emanuele Del Sozzo, Filippo Carloni, Alessandro Comodi, Alberto Scolari, Marco Domenico Santambrogio
An Energy-Efficient Domain-Specific Architecture for Regular Expressions. IEEE Trans. Emerg. Top. Comput. 11 (1) (2023)
Eleonora D'Arnese, Davide Conficconi, Emanuele Del Sozzo, Luigi Fusco, Donatella Sciuto, Marco Domenico Santambrogio
Faber: A Hardware/SoftWare Toolchain for Image Registration. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Jason Anderson, Boma A. Adhi, Carlos Cortes, Emanuele Del Sozzo, Omar Ragheb, Kentaro Sano
Exploration of Compute vs. Interconnect Tradeoffs in CGRAs for HPC. HEART (2023)
Alberto Zeni, Emanuele Del Sozzo, Beatrice Branchini, Lorenzo Di Tucci, Marco D. Santambrogio
New Solution For a (Scaff)Old Problem: an FPGA Approach. IPDPS Workshops (2023)
Emanuele Del Sozzo, Davide Conficconi, Kentaro Sano
Journal Track Paper ICFPT 2023 : Across Time and Space: Senju's Approach for Scaling Iterative Stencil Loop Accelerators on Single and Multiple FPGAs. ICFPT (2023)
Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni, Mirko Salaris, Donatella Sciuto, Marco D. Santambrogio
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs. ACM Comput. Surv. 55 (5) (2023)
Beatrice Branchini, Giulia Gerometta, Luisa Cicolini, Alberto Zeni, Emanuele Del Sozzo, Marco D. Santambrogio
Surfing the Wavefront of Genome Alignment. ISCAS (2022)
Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Martina Sollini, Donatella Sciuto, Marco Domenico Santambrogio
On the Automation of Radiomics-Based Identification and Characterization of NSCLC. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Marco Siracusa, Emanuele Del Sozzo, Marco Rabozzi, Lorenzo Di Tucci, Samuel Williams, Donatella Sciuto, Marco Domenico Santambrogio
A Comprehensive Methodology to Optimize FPGA Designs via the Roofline Model. IEEE Trans. Computers 71 (8) (2022)
Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
Large Forests and Where to "Partially" Fit Them. ASP-DAC (2022)
Eleonora D'Arnese, Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio
Exploiting Heterogeneous Architectures for Rigid Image Registration. BioCAS (2021)
Enrico Reggiani, Emanuele Del Sozzo, Davide Conficconi, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio
Enhancing the Scalability of Multi-FPGA Stencil Computations via Highly Optimized HDL Components. ACM Trans. Reconfigurable Technol. Syst. 14 (3) (2021)
Davide Conficconi, Eleonora D'Arnese, Emanuele Del Sozzo, Donatella Sciuto, Marco D. Santambrogio
A Framework for Customizable FPGA-based Image Registration Accelerators. FPGA (2021)
Andrea Damiani, Emanuele Del Sozzo, Marco Domenico Santambrogio
Expertise and trade-offs in competence transfer from academia to industry: a successful case study. RTSI (2021)
Daniele Parravicini, Davide Conficconi, Emanuele Del Sozzo, Christian Pilato, Marco D. Santambrogio
CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Eliana S. Stivan, Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes. GCAIoT (2020)
Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Lorenzo Di Tucci, Samuel Williams, Marco D. Santambrogio
A CAD-based methodology to optimize HLS code via the Roofline model. ICCAD (2020)
Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo, Abdurrahman Akkas, Yunming Zhang, Patricia Suriana, Shoaib Kamil, Saman P. Amarasinghe
Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code. CGO (2019)
Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Marco D. Santambrogio, Lorenzo Di Tucci
Automated Design Space Exploration and Roofline Analysis for FPGA-Based HLS Applications. FCCM (2019)
Francesco Peverelli, Marco Rabozzi, Salvatore Cardamone, Emanuele Del Sozzo, Alex J. W. Thom, Marco D. Santambrogio, Lorenzo Di Tucci
Automated Acceleration of Dataflow-Oriented C Applications on FPGA-Based Systems. FCCM (2019)
Filippo Carloni, G. Casagrande, V. Corbetta, A. Agostinelli, Emanuele Del Sozzo, Luca Cerina, Marco D. Santambrogio
Speeding Up Resting State Networks Recognition via a Hardware Accelerator. BHI (2019)
Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Marco D. Santambrogio
Towards an Automatic Imaging Biopsy of Non-Small Cell Lung Cancer. BHI (2019)
Francesco Peverelli, Marco Rabozzi, Emanuele Del Sozzo, Marco D. Santambrogio
OXiGen: A Tool for Automatic Acceleration of C Functions Into Dataflow FPGA-Based Kernels. IPDPS Workshops (2018)
Davide Sampietro, Chiara Crippa, Lorenzo Di Tucci, Emanuele Del Sozzo, Marco D. Santambrogio
FPGA-based PairHMM Forward Algorithm for DNA Variant Calling. ASAP (2018)
Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio
A Unified Backend for Targeting FPGAs from DSLs. ASAP (2018)
Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo, Abdurrahman Akkas, Yunming Zhang, Patricia Suriana, Shoaib Kamil, Saman P. Amarasinghe
Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code. CoRR (2018)
Emanuele Del Sozzo, Marco Rabozzi, Lorenzo Di Tucci, Donatella Sciuto, Marco D. Santambrogio
A Scalable FPGA Design for Cloud N-Body Simulation. ASAP (2018)
Eleonora D'Arnese, Emanuele Del Sozzo, A. Chiti, Tanya Y. Berger-Wolf, Marco D. Santambrogio
Automating Lung Cancer Identification in PET/CT Imaging. RTSI (2018)
Marco Rabozzi, Emanuele Del Sozzo, Lorenzo Di Tucci, Marco D. Santambrogio
Five-point algorithm: An efficient cloud-based FPGA implementation. ASAP (2018)
Lara Cavinato, I. Fidone, Marco Bacis, Emanuele Del Sozzo, Gianluca C. Durelli, Marco D. Santambrogio
Software implementation and hardware acceleration of retinal vessel segmentation for diabetic retinopathy screening tests. EMBC (2017)
Marco Bacis, Giuseppe Natale, Emanuele Del Sozzo, Marco Domenico Santambrogio
A Pipelined and Scalable Dataflow Implementation of Convolutional Neural Networks on FPGA. IPDPS Workshops (2017)
Marco Rabozzi, Giuseppe Natale, Emanuele Del Sozzo, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio
Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project. DATE (2017)
Marco Rabozzi, Rolando Brondolin, Giuseppe Natale, Emanuele Del Sozzo, Michael Hübner, Andreas Brokalakis, Catalin Bogdan Ciobanu, Dirk Stroobandt, Marco Domenico Santambrogio
A CAD Open Platform for High Performance Reconfigurable Systems in the EXTRA Project. ISVLSI (2017)
Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio
A Common Backend for Hardware Acceleration on FPGA. ICCD (2017)
Emanuele Del Sozzo, Lorenzo Di Tucci, Marco D. Santambrogio
A Highly Scalable and Efficient Parallel Design of N-Body Simulation on FPGA. IPDPS Workshops (2017)
Emanuele Del Sozzo, Gianluca C. Durelli, E. M. G. Trainiti, Antonio Miele, Marco D. Santambrogio, Cristiana Bolchini
Workload-aware power optimization strategy for asymmetric multiprocessors. DATE (2016)
Emanuele Del Sozzo, Andrea Solazzo, Antonio Miele, Marco D. Santambrogio
On the Automation of High Level Synthesis of Convolutional Neural Networks. IPDPS Workshops (2016)
Andrea Solazzo, Emanuele Del Sozzo, Irene De Rose, Matteo De Silvestri, Gianluca C. Durelli, Marco D. Santambrogio
Hardware Design Automation of Convolutional Neural Networks. ISVLSI (2016)
Heinrich Riebler, Gavin Vaz, Christian Plessl, Ettore M. G. Trainiti, Gianluca C. Durelli, Emanuele Del Sozzo, Marco D. Santambrogio, Cristiana Bolchini
Using just-in-time code generation for transparent resource management in heterogeneous systems. RTSI (2016)